The 33 best AI tools for product managers in 2026, by task

Made by us

Feedbaq runs studies you share by link. People answer by voice, by a narrated screen recording on desktop, or by text and multiple choice, and an AI can ask up to three follow-up questions about what each person said.

You bring

A few questions, each of which can show an image or video, and a link you send to your own customers, users or prospects

You get

Recordings with transcripts, follow-up answers and choice results for every respondent

Example

Email trial users who went quiet; when someone says “it was confusing”, the follow-up asks what they were trying to do.

Shortlist it if

You are a PM who needs customers to explain a problem or react to a proposed solution, without scheduling calls.

Choose it over

Outset when you can invite your own customers and want self-service voice and screen studies with AI follow-ups; Granola when there is no call to record.

Think twice if

Your study needs a vendor-recruited audience, full video interviews or managed fieldwork: an enterprise research platform is the better shortlist.

Price

$49 a month with every feature; free to connect your AI agent and build studies

Free plan

No free plan; building and previewing a study is free, publishing needs the plan

An enterprise research platform for AI-moderated interviews, usability sessions and concept tests. Its AI interviewer adapts questions to each text, voice or video answer, and the platform synthesizes research at scale.

You bring

A discussion guide, the concepts or flows to show, and a target audience

You get

Completed interviews with transcripts and a synthesis across them

Example

Show three onboarding concepts to target users and compare how each group explains what it understood.

Shortlist it if

A research team needs interview depth at survey volume, study after study.

Choose it over

Feedbaq or Lyssna when you need recruited participants, video interviews and research-team scale.

Think twice if

You need one study a quarter: pricing is custom, and recruitment and services vary.

Price

Enterprise contract

Free plan

None published

Watch the extra costs

Recruitment and research services are scoped with the plan.

Lyssna is a self-serve research tool for quick design tests, such as preference, five-second, prototype and live-site tests, plus surveys and interviews. Growth adds AI follow-up questions and summaries.

You bring

Two or more designs, a prototype or a live page, and a few questions

You get

Preference splits, first impressions and the reasons people give

Example

Show two pricing-page layouts for five seconds each and compare what people remember and why they prefer one.

Shortlist it if

You need fast reactions to designs or copy before the team commits.

Choose it over

Maze when you want a published self-serve price; Feedbaq when you are comparing designs and want a panel to recruit from.

Think twice if

You need AI follow-ups on a budget: they come with Growth, and panel responses cost extra.

Price

Growth $166 a month billed annually, or $199 monthly

Free plan

Yes: three seats and 15 self-recruited responses

Watch the extra costs

Responses from Lyssna’s panel are priced separately on every plan.

Maze combines prototype and usability testing with AI-moderated interviews and an AI study builder on Enterprise.

You bring

A prototype or live site, tasks and questions; for interviews, the goals you want to learn about

You get

Task results and paths through the prototype, clips, and on Enterprise, interview transcripts with themes

Example

Test a new onboarding flow for where people get stuck, then run AI-moderated interviews about what they expected instead.

Shortlist it if

You want usability data and qualitative interviews in one research platform.

Choose it over

Lyssna when you need AI-moderated interviews next to prototype tests; Outset when prototype testing is the core job.

Think twice if

You are on a self-serve plan: the AI moderator and most AI features are Enterprise.

Price

On request

Free plan

Yes: 1 study a month and 5 seats, with prototype testing and pay-per-use panel recruitment

Watch the extra costs

Panel credits cost $5 each; one participant in an AI-moderated study uses five credits, or nine for extended B2B targeting.

Sprig is an enterprise research platform whose AI agents help design, field and analyze studies in your product, on the web and mobile, by email and by link. Its customer stories include Thumbtack and Notion.

You bring

A research question, the product moments or audiences to target, and the response volume you need

You get

Targeted in-product studies and AI analysis of the responses

Example

Ask users who just finished onboarding which of two concepts fits how they work, then examine their reasons.

Shortlist it if

Your company runs recurring in-product research and wants one program behind it.

Choose it over

Outset when the question should reach users at a specific moment inside your product.

Think twice if

You have one occasional question: there is no public price or free plan.

Price

Enterprise contract, priced by response volume, capabilities and deployment

Free plan

None published

Granola is a meeting notepad that listens to your computer’s audio, so no bot joins the call, and merges what it hears with the notes you type. You can then ask questions across all your past meetings.

You bring

Any call on your computer, captured from its audio, plus the rough notes you type

You get

Your notes filled out from the transcript, and answers to questions across every past meeting

Example

Before a pricing review, ask which customers raised seat costs this month and pull their exact words.

Shortlist it if

You spend hours a week on calls and lose what was said before you write the spec.

Choose it over

Dovetail or Looppanel for everyday calls you never planned to analyze; bot recorders because nothing joins the call.

Think twice if

You run long discovery cycles: the free plan keeps only 30 days of history.

Price

Business $14 a user a month; Enterprise $35

Free plan

Yes: 30 days of meeting history, Slack integration only

Google’s research notebook, called NotebookLM until its rename, answers questions only from the sources you load into it and cites the passage behind each answer.

You bring

Interview transcripts, survey exports, competitor briefs and documents you choose

You get

Answers and comparisons with citations to your sources, plus generated overviews

Example

Load eight interview transcripts and a competitor’s help docs, then ask where customer complaints match gaps in the competitor’s product.

Shortlist it if

Your research lives in scattered files and you want a free way to question one set of them.

Choose it over

Claude or ChatGPT when every answer must cite your own files; Dovetail when nobody on the team keeps a research repository.

Think twice if

You need a lasting team archive: each notebook knows only what someone uploaded to it.

Price

Free; higher limits come with Google AI plans and qualifying Workspace or Cloud plans

Free plan

Yes; since 2 September 2026, limits depend on how much compute you use and refresh every five hours

Dovetail is a customer research repository. It turns calls, recordings, documents and survey answers into searchable evidence, with AI chat, summaries and agents that watch incoming feedback channels.

You bring

Interview recordings, support conversations, survey exports and documents

You get

Summaries, themes and answers grounded in the stored material, linked to the source

Example

Ask what onboarding problems came up across last quarter’s interviews and support tickets, then open the clips behind each theme.

Shortlist it if

Your team already runs research and needs one place where past evidence stays findable.

Choose it over

Granola or Gemini Notebook when evidence must last across studies and be shared across a team.

Think twice if

You are buying for yourself: beyond the small free plan, Dovetail sells Enterprise contracts.

Price

Enterprise contract for the paid plan

Free plan

Yes: one channel and one project, with chat and summaries inside that project

Looppanel records and transcribes interviews, writes AI notes and groups the evidence by question or theme on an analysis board.

You bring

Recordings from a round of discovery or usability interviews

You get

Answers grouped by question, an insights summary and video clips for each finding

Example

After ten churn interviews, read every answer to “what did you switch to?” side by side and pull clips for the readout.

Shortlist it if

You run interview rounds yourself and want analysis without an enterprise contract.

Choose it over

Dovetail when one person needs a self-serve price; Granola when you need analysis by question across a study.

Think twice if

Several people need the repository: Solo has one editor and one auto-analysis run per project, and Pro costs $395 a month.

Price

Solo $49 a month, or $45 a month billed annually; Pro $395 a month, or $350 billed annually

Free plan

No free plan; Solo has a 15-day trial

Watch the extra costs

Pro includes five editors; each extra editor costs $75 a month.

Enterpret connects feedback from support, sales calls, reviews and surveys to account and revenue data, and keeps it in a taxonomy that adapts as new themes appear. Its customer stories include Canva, Notion and ElevenLabs.

You bring

Support tickets, call transcripts, reviews and customer attributes such as plan and revenue

You get

Themes and cited answers about which problems affect high-value or at-risk accounts

Example

Ask which product problems come up most in tickets from accounts that renew this quarter.

Shortlist it if

Feedback arrives through many channels and you need to connect it to revenue or retention.

Choose it over

Dovetail when feedback arrives every day from many channels and you need it tied to accounts and revenue.

Think twice if

You work alone or at low volume: it is a company-level platform sold through a demo.

Price

Enterprise contract

Free plan

None published

Anthropic’s assistant for long documents, research synthesis and code. Projects keep a product’s context together, and connectors let it read and act in tools such as Linear, Notion or Feedbaq.

You bring

Interview notes, a problem statement, past specs and data you paste, upload or connect

You get

Draft briefs and PRDs, critiques of your reasoning and, with Claude Code on Pro, small prototypes

Example

Upload five interview summaries and ask for a problem brief that separates what customers said from what you assume.

Shortlist it if

You write long documents and want one assistant that can also work in your other tools.

Choose it over

ChatPRD when you want one assistant for specs, research and code; ChatGPT is a close equal, so pick the one your company supports.

Think twice if

Your company has standardized on another assistant: data policy usually decides this one.

Price

Pro $20 a month, or $17 billed annually; Team $25 a seat monthly, $20 billed annually

Free plan

Yes, with connectors and up to five projects; Research and Claude Code need Pro

OpenAI’s assistant for research, drafting, data analysis and files, with deep research, connected apps and agents.

You bring

Notes, spreadsheets, documents and questions

You get

Drafts, analyses of exported data and sourced research reports

Example

Upload a CSV of feature requests, group them by customer segment, then draft a one-page brief for the largest group.

Shortlist it if

Your company already shares work in ChatGPT, or you analyze exported data often.

Choose it over

Claude when your company already licenses ChatGPT; for drafting and analysis the two are close, so the shared workspace decides.

Think twice if

You plan to stay on Free: uploads and deep research are limited there.

Price

Plus $20 a month; Business $25 a seat monthly or $20 billed annually, two-seat minimum

Free plan

Yes, with limited uploads and deep research

ChatPRD is an AI writing partner built only for product documents, with PRD templates, saved project knowledge and reviews of your own drafts.

You bring

A problem statement, the evidence behind it and your team’s templates

You get

A structured PRD with goals, user stories and acceptance criteria, or a critique of your draft

Example

Paste a stakeholder request and the related interview notes, and ask for a PRD that lists the assumptions nobody has tested.

Shortlist it if

You write specs often, mostly alone, and want product structure without writing prompts.

Choose it over

Claude or ChatGPT when you want PM templates and coaching built in, and on Teams, work sent to Linear.

Think twice if

You already write good briefs for a general assistant: much of the value is the structure, which you can supply yourself.

Price

Pro $179 a year (about $15 a month); Teams $349 a seat a year (about $29 a month)

Free plan

Three chats of limited length on a basic model

Perplexity searches the web and your files and cites every claim, with deeper research modes on paid plans.

You bring

A market, competitor or technical question

You get

A sourced answer or research report with links to the pages behind it

Example

Collect competitors’ pricing models and recent launches, then open each cited page before anything goes into a strategy doc.

Shortlist it if

You research markets and competitors and need to check where each claim came from.

Choose it over

Claude or ChatGPT when citations matter more than drafting.

Think twice if

You plan to quote it unchecked: a citation shows where a claim came from, and you still need to read the page.

Price

Pro $20 a month; Enterprise Pro $40 a seat a month or $400 a year

Free plan

Yes, with limited Pro searches

Whimsical is a fast canvas for flowcharts, mind maps and simple wireframes, which its AI can draft from a prompt.

You bring

A written flow or a rough idea of the screens

You get

An editable flowchart or wireframe sequence

Example

Describe a password-reset flow in two sentences and get a flowchart with the error branches drawn, ready to argue about before design starts.

Shortlist it if

The team needs to agree on a flow before anyone designs or builds.

Choose it over

Figma Make or Lovable when the open question is which steps and branches the flow needs.

Think twice if

You need people to try it: a wireframe does not behave like a product.

Price

Pro $10 an editor a month billed annually; Business $20

Free plan

Yes: 50 board objects a month, watermarked exports; viewers are free

Watch the extra costs

AI use draws on separate credits; the FAQ lists 10 per member.

Figma’s prompt-to-prototype tool turns a description or an existing design into a working, interactive prototype inside Figma.

You bring

A prompt, a Figma frame or your team’s design system

You get

An interactive prototype you can click through and share

Example

Take the approved checkout design and generate a version with working steps to show stakeholders how the new flow behaves.

Shortlist it if

Your team designs in Figma and you want prototypes that stay close to the real design.

Choose it over

Lovable or v0 when continuity with existing designs matters more than a deployed app.

Think twice if

You need real data or logic behind the screens: that is a job for an app builder.

Price

Professional Full seat $16 a month billed annually, with 3,000 AI credits a month

Free plan

Starter: 150 AI credits a day, up to 500 a month

Lovable builds a deployable web app from a description, including a backend and AI features, so someone who does not code can put a working product in front of people.

You bring

A description of the app, its flow and the data it needs

You get

A working web app at a shareable link, refined by chatting

Example

Build an onboarding prototype with real form logic and saved answers, then send the link to five target users.

Shortlist it if

You do not code and need something people can use with their own data.

Choose it over

v0 or Replit when you want the gentlest route to a working app; Figma Make when you need real data and logic.

Think twice if

Real customers will rely on it: sign-in, data and security need an engineer’s review first.

Price

Pro from $25 a month for 100 credits, or $21 billed annually; Business from $50

Free plan

Yes: 5 build credits a day, up to 30 a month, plus monthly grants of 20 credits for hosting and 4 for AI in your app

Watch the extra costs

Every change spends credits, and the same balance pays for hosting and AI in your app; Pro top-ups cost $15 per 50 credits.

Vercel’s AI builder for interfaces and apps, with visual editing, GitHub sync and deployment to Vercel.

You bring

A UI description, screenshot or design, plus follow-up instructions

You get

Working code you can edit visually, sync to GitHub and deploy

Example

Turn a settings-page concept into a working prototype, deploy it for feedback, then hand the repository to an engineer.

Shortlist it if

Your engineers work with Vercel and GitHub and should be able to pick up the prototype.

Choose it over

Lovable when the handoff to engineering matters more than a no-code experience.

Think twice if

You budget on the headline price: Plus is shown as a discount from $90, and model use is metered.

Price

Plus $30 a user a month, shown as reduced from $90; Business $100

Free plan

Seven messages a day

Watch the extra costs

Model use is billed by tokens against $30 of monthly credits plus $2 of daily login credits.

Replit is a browser-based development environment where an AI agent builds, runs and deploys apps, with databases and hosting included.

You bring

A description of the app or internal tool you need

You get

A running, hosted app you can keep editing in a full development environment

Example

Build an internal dashboard of open enterprise requests per account; Replit’s customer story describes Plaid building an SLA dashboard this way.

Shortlist it if

You want one place to build, host and keep an internal tool running.

Choose it over

Lovable or v0 when you want hosting, databases and code in one environment.

Think twice if

The app has to keep running: agent and deployment use is billed on top of the plan.

Price

Core $20 a month, or $18 billed annually; Pro $100, or $90 billed annually

Free plan

Starter: daily agent credits, a lighter build mode and one published app that expires after 30 days

Watch the extra costs

Usage beyond the included credits ($20 on Core, $100 on Pro) is billed.

Cursor is an AI code editor whose agents read and change a real codebase. Its customer page names Stripe, Brex and Coinbase.

You bring

Access to your product’s repository and a question or change request

You get

Explanations of how the code works, and changes or prototypes in your real stack

Example

Before you specify a change to trial expiry, ask how it is enforced today and get the files and rules involved.

Shortlist it if

You are comfortable reading code and want answers from the source instead of interrupting engineers.

Choose it over

Replit or v0 when the question is about the product you already ship.

Think twice if

You do not read code: a visual builder will give you more.

Price

Pro $20 a month; Teams $40 a user a month

Free plan

Hobby: limited agent requests, no card required

Watch the extra costs

Model use beyond what the plan includes is billed on demand.

PostHog combines product analytics, session replay, surveys, feature flags and experiments with PostHog AI, which answers questions about your data in plain language.

You bring

A question in plain words, asked of your product’s events, replays and survey answers

You get

A chart or query built from your question, which you check against the replays behind it

Example

Ask which signup source has the worst week-one retention, then open replays of that cohort before you write the brief.

Shortlist it if

You are choosing analytics for a newer product and want behavior, replays and surveys in one place.

Choose it over

Amplitude or Mixpanel when you also want replays, surveys, flags and experiments from one vendor with large free allowances.

Think twice if

Nobody owns instrumentation: the AI is only as good as the events engineers send.

Price

Usage-based beyond the free allowances, priced per product

Free plan

Every month: 1M events, 5,000 replays, 1,500 survey responses and 500 AI credits; unlimited team members

Amplitude is a product analytics platform with replay, experiments, surveys, AI agents and an MCP server on every plan, plus AI Feedback, which analyzes customer comments next to behavior.

You bring

Tracked events and customer feedback sources

You get

Retention, funnel and cohort analysis, agent answers and themes from feedback

Example

Ask its agent which first-week actions separate accounts still active at 90 days, then read the AI Feedback themes from the accounts that left.

Shortlist it if

Your company already runs on Amplitude, or measurement drives most product decisions.

Choose it over

PostHog when you want analytics-first depth with feedback analysis built in.

Think twice if

You need many experiments or saved charts on a small budget: Free limits both, and Growth is priced on request.

Price

Plus starts at $0 and is priced by event volume beyond 2M; Growth and Enterprise on request

Free plan

2M events a month, 10,000 replays, 2,000 AI feedback records, unlimited seats

Mixpanel is event analytics for funnels, retention and cohorts, with Mixpanel Agent and an MCP server for asking questions in plain language.

You bring

Consistently named product events and a question, asked in Mixpanel or from your own assistant over MCP

You get

Funnels, retention curves and cohort comparisons built from the question

Example

While drafting a spec in Claude, ask through Mixpanel’s MCP server how week-two retention changed after the new import flow.

Shortlist it if

Your team already tracks events in Mixpanel, or you want a focused analytics tool you can query from your assistant.

Choose it over

Amplitude or PostHog when you want focused event analysis and no broader suite to adopt.

Think twice if

Nobody maintains a tracking plan: messy event names make every answer suspect.

Price

Growth: first 1M events a month free, then volume pricing; Enterprise on request

Free plan

Up to 1M events a month, 10,000 replays, unlimited seats

Pendo combines product analytics with in-app guides and NPS. Its Agent Analytics add-on measures how people use the AI agent inside your own product and where it fails.

You bring

Usage data from your app, including how users interact with your product’s AI agent

You get

Adoption of the agent, the tasks where it fails, and how its use relates to retention

Example

Three months after shipping an in-product assistant, see which requests users abandon and whether accounts that use it renew more often.

Shortlist it if

You own an AI feature in a product that already runs Pendo.

Choose it over

Amplitude or Mixpanel when your company already uses Pendo’s guides and you need to measure an AI agent next to them.

Think twice if

Your product has no AI agent yet: then Pendo is a general analytics and guides platform, with quoted plans and a larger rollout.

Price

Enterprise contract

Free plan

Free up to 500 monthly active users: analytics, guides, roadmaps and NPS, with Pendo branding

Watch the extra costs

Agent Analytics and Predict, its churn-prediction add-on, are sold separately on request.

Linear is an issue tracker for software teams with Linear Agent built in. Business adds Triage Intelligence for incoming requests and Code Intelligence.

You bring

A finished spec or a customer thread, handed to Linear Agent

You get

Draft issues linked to the right project, ready for engineers to pick up

Example

Paste the approved spec for bulk editing and ask Linear Agent to break it into issues under the project, with the acceptance criteria attached.

Shortlist it if

Your team already plans in Linear, and you want specs to become issues without retyping them.

Choose it over

Retyping a spec into tickets, or exporting it from ChatPRD, because the agent works inside the project next to its existing issues.

Think twice if

Your team runs on Jira: the tracker is a team decision, so use Rovo there instead.

Price

Basic $10 a user a month billed annually; Business $16

Free plan

Unlimited members, two teams, 250 issues, Linear Agent included

Watch the extra costs

Agent coding sessions and Loops use AI credits.

Productboard links customer feedback to priorities and roadmaps, and its AI, Spark, drafts briefs and specs from that context.

You bring

Feedback notes, product areas and goals

You get

Prioritized features linked to customer evidence, and Spark-drafted briefs

Example

Ask Spark to draft a spec for bulk editing from the 40 feedback notes linked to it, with each requirement citing the customers who asked.

Shortlist it if

Several PMs need one shared system that links customer signals to roadmap choices.

Choose it over

ChatPRD when specs must stay tied to the team’s system of record for feedback.

Think twice if

You are the only PM: it pays off as a team system and takes upkeep.

Price

Plus $19 a maker a month billed annually ($25 monthly); Business $59 billed annually ($75 monthly), two-maker minimum

Free plan

Yes: Spark, 50 AI credits a month and 500 feedback notes

Watch the extra costs

AI credits are capped: 250 a month on Plus and 500 a maker on Business.

Notion’s built-in AI. On Business, Notion Agent completes multi-step work across pages and databases, alongside AI meeting notes and search across Notion and connected tools.

You bring

Your Notion workspace: specs, notes, databases and connected tools

You get

Answers from workspace history, updated docs and meeting notes

Example

Before a planning meeting, ask for every customer complaint about exports in last quarter’s meeting notes and specs, with links to the pages.

Shortlist it if

Your team already writes specs and decisions in Notion.

Choose it over

Slite or Rovo when Notion is already where product work lives.

Think twice if

You are on Free or Plus: they include only a trial of Notion AI.

Price

Business $20 a member a month billed annually ($24 monthly)

Free plan

Free plan with a limited Notion AI trial

Watch the extra costs

Custom agents run on Notion credits at $10 per 1,000.

Atlassian’s AI for search, chat and agents across Jira, Confluence and connected tools.

You bring

Your Jira issues, Confluence pages and connected apps

You get

Answers with decision context, summaries and agent-drafted follow-up work

Example

Ask what was decided about SSO in last quarter’s planning pages and draft the Jira issues that follow from it.

Shortlist it if

Your organization runs on Jira and Confluence.

Choose it over

Notion AI or Slite when your history lives in Atlassian.

Think twice if

You are not on Atlassian already: Rovo is no reason to move there.

Price

Included with Standard, Premium and Enterprise cloud plans of Jira and Confluence

Free plan

Not included in Atlassian Free plans

Watch the extra costs

Pooled credits: 25 a user a month on Standard, 70 on Premium, 150 on Enterprise; extra use costs $0.01 a credit.

Slite is a knowledge base built around answers you can trust: Ask answers from your docs, verification flags stale pages, and on Pro, Slite Agent searches connected tools and suggests fixes.

You bring

Your team’s docs and connected tools

You get

Answers with sources, and flags on docs that need updating

Example

Before you answer a sales question about SSO, ask Slite which plans include it and see whether the page it cites is flagged as out of date.

Shortlist it if

Reliable internal knowledge is the job and a sprawling workspace is the problem.

Choose it over

Notion AI when the team wants a focused knowledge base whose answers it can trust.

Think twice if

The team will not move its docs: a second knowledge base makes the problem worse.

Price

Basic $10 a user a month billed annually; Pro $20

Free plan

No free plan; 14-day trial

Watch the extra costs

Pro includes 50 AI credits a seat a month.

Miro is a visual collaboration canvas whose AI drafts diagrams and summarizes boards, with agents, workflows and an MCP server.

You bring

Sticky notes, research observations and workshop material

You get

Clustered themes, journey maps and diagrams the team edits together

Example

After a discovery workshop, ask Miro AI to summarize the board into a readout and draft a journey diagram from it.

Shortlist it if

You run workshops and your team thinks better on a shared canvas.

Choose it over

Whimsical when many people work on the board at once and you need the session summarized afterward.

Think twice if

Nobody will own the board after the workshop: it goes stale fast.

Price

Starter $8 a member a month billed annually; Business $20

Free plan

Three editable boards and 10 AI credits a month

Watch the extra costs

AI credits are pooled: 25 a member a month on Starter, 50 on Business, and more can be bought.

Loom records your screen and camera for async video. Business + AI adds summaries, editing and drafts of documents or issues from a recording.

You bring

A recording of you narrating a flow, a demo build or a decision

You get

A video with a transcript and summary and, on Business + AI, a draft document or issues written from what you said

Example

Narrate the three problems you found in a demo build, then turn the recording into draft issues that link back to each moment.

Shortlist it if

You explain flows and decisions to people in other time zones.

Choose it over

A written page in Notion or Confluence when showing the flow is quicker than describing it.

Think twice if

You want customers’ reactions: Loom records your explanation, and collecting customer recordings is a different job.

Price

Business $18 a user a month and Business + AI $24, billed monthly; annual billing saves up to 17%

Free plan

Starter: 25 recordings of up to five minutes

Zapier connects your apps with automated workflows (Zaps) that can include AI steps, plus tables, forms, agents and an MCP server.

You bring

Triggers and data from the tools you already use

You get

Workflows that move, enrich and summarize information between them

Example

Every Friday, collect the week’s support tickets tagged as feature requests, have an AI step summarize them by theme, and email yourself the digest.

Shortlist it if

You copy or summarize the same information by hand every week.

Choose it over

Airtable when the job is moving and summarizing information between tools you already use.

Think twice if

Your workflows run at high volume: tasks are metered, and Agents and Chatbots are billed separately.

Price

Professional from $19.99 a month billed annually ($29.99 monthly); Team from $69 ($103.50 monthly)

Free plan

100 tasks a month and two-step Zaps

Watch the extra costs

Zapier Agents and Chatbots have their own plans and allowances.

Airtable is a flexible database for building small product-operations apps. Its AI builds an app from a description, and agents can work on the records.

You bring

A description of the tracker you need, or an existing base of requests and research

You get

Linked tables and an interface that the AI drafts and you adjust

Example

Describe a tracker that links customer requests to research notes and releases, let the AI build the first version, then give sales a read-only view.

Shortlist it if

You keep a request or research tracker in a spreadsheet that has outgrown it.

Choose it over

Zapier when you need a place that keeps records and the links between them.

Think twice if

Nobody will design and govern the schema; Airtable also does not clearly publish its AI allowance.

Price

Team $20 an editor a month billed annually; Business $45

Free plan

Yes; read-only collaborators and form submitters never count as paid editors